Monte Carlo Syntax Marginals for Exploring and Using Dependency Parses

north american chapter of the association for computational linguistics, pp. 917-928, 2018.

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Abstract:

Dependency parsing research, which has made significant gains in recent years, typically focuses on improving the accuracy of single-tree predictions. However, ambiguity is inherent to natural language syntax, and communicating such ambiguity is important for error analysis and better-informed downstream applications. In this work, we pro...More

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